Virtual Classroom

From Data Lakes to Digital Twins - Remote training


Who should attend?

  • When correctly managed, big data offers lots of new opportunities to organize and easily access data in order to leverage efficient and cost-effective decision making. The objective of this 2-day training is to introduce both data storage solutions, which may scale up with the data, and also tools, like digital twins which may create a user-friendly interface between architecture and data visualization in O&G business.
Public :
  • This training has been designed for Oil and Gas professionals who need to have a detailed understanding of the underlying technologies, which make business digitalization possible.

Level :Awareness

Prerequisite :
  • No pre-requisistes are necessary to follow this course.

Course Content


      • Problem statement: Why big data force to fully review the data management architecture?

      • The RDBMS way and its limitations for big data.
      • How to scale up with data?
      • Data governance applied to data lakes.
      • Graph database.
      • Other NoSQL database.

      • Problem to be solved, industry 4.0 concept, product life cycle management.
      • Digital twins main components, models ad IoT.
      • Various types of digital twins for various usages: DTP, DTI and DTA.
      • Data difficulties: selecting data, sensors and transmission rate.
      • Sharing information between partners.
      • Continuous learning.
      • Challenges still to be solved.

Learning Objectives

  • At the end of the training, the trainees will be able to:
  • Understand how to build an Information Management Framework based on standards,
  • Understand the key concepts and what is at stake in the digital transition from methodological, technological, economical and social points of view.

Ways & Means

  • This course can be delivered using in-person lectures or virtual classrooms. Each training module contains lectures, hands-on practices and/or case studies.


Coordinator :IFP Training trainers (permanent or contracted) having a good expertise and/or experience of the related topics, trained to adult teaching methods, and whose competencies are kept up-to-date.

To French entities : IFP Training is referenced to DataDock ; you may contact your OPCO about potential funding. Please contact our disabled persons referent to check the accessibility of this training program :